Compare/GPT-4o (Aug '24) vs Nova 2.0 Pro Preview (Non-reasoning)

GPT-4o (Aug '24)vsNova 2.0 Pro Preview (Non-reasoning)

Side-by-side comparison of pricing, 12 benchmarks, and generation speed.

OpenAI

GPT-4o (Aug '24)

Input
$2.5/M
Output
$10/M
Speed
84 tok/s
TTFT
0.68s
Amazon

Nova 2.0 Pro Preview (Non-reasoning)

Input
$1.25/M
Output
$10/M
Speed
163 tok/s
TTFT
0.48s

Winner by Category

Cheaper
Nova 2.0 Pro Preview (Non-reasoning)
Faster (tok/s)
Nova 2.0 Pro Preview (Non-reasoning)
Lower Latency
Nova 2.0 Pro Preview (Non-reasoning)
Benchmarks (2-10)
Nova 2.0 Pro Preview (Non-reasoning)

Pricing Comparison

MetricGPT-4o (Aug '24)Nova 2.0 Pro Preview (Non-reasoning)
Input ($/M tokens)$2.5$1.25
Output ($/M tokens)$10$10
Cost for 1M input + 100K output tokens:
GPT-4o (Aug '24)$3.50
Nova 2.0 Pro Preview (Non-reasoning)$2.25

Speed Comparison

Output Speed (tokens/s) — higher is better
GPT-4o (Aug '24)
84 tok/s
Nova 2.0 Pro Preview (Non-reasoning)
163 tok/s
Time to First Token (seconds) — lower is better
GPT-4o (Aug '24)
0.68s
Nova 2.0 Pro Preview (Non-reasoning)
0.48s

Benchmark Comparison

Data from Artificial Analysis API — 12 benchmarks

Intelligence Index
18.623.1
Coding Index
16.620.5
Math Index
30.7
GPQA Diamond
52.1%63.6%
MMLU-Pro
77.2%
LiveCodeBench
31.7%47.3%
AIME 2025
30.7%
MATH-500
79.5%
Humanity's Last Exam
2.9%4.0%
SciCode
33.1%28.1%
IFBench
36.0%52.0%
TerminalBench
8.3%16.7%
GPT-4o (Aug '24)2 wins
10 winsNova 2.0 Pro Preview (Non-reasoning)

Frequently Asked Questions

Which is cheaper, GPT-4o (Aug '24) or Nova 2.0 Pro Preview (Non-reasoning)?

Nova 2.0 Pro Preview (Non-reasoning) is cheaper overall. Its blended price (3:1 input/output ratio) is $3.44/M tokens vs $4.38/M for GPT-4o (Aug '24).

Which model performs better on benchmarks?

Nova 2.0 Pro Preview (Non-reasoning) wins 10 out of 12 benchmarks compared to 2 for GPT-4o (Aug '24). See the detailed benchmark chart above for per-category results.

Which is faster for real-time applications?

Nova 2.0 Pro Preview (Non-reasoning) generates tokens faster at 163 tok/s vs 84 tok/s. However, Nova 2.0 Pro Preview (Non-reasoning) has lower time-to-first-token (0.48s vs 0.68s).

When should I use GPT-4o (Aug '24) vs Nova 2.0 Pro Preview (Non-reasoning)?

Choose based on your priorities: Nova 2.0 Pro Preview (Non-reasoning) for lower cost, Nova 2.0 Pro Preview (Non-reasoning) for stronger benchmark performance, and Nova 2.0 Pro Preview (Non-reasoning) for faster generation. For latency-sensitive apps, check the TTFT comparison above.